okankop

active-speakers-context

Code for the Active Speakers in Context Paper (CVPR2020)

Dissected-3D-CNNs

Driver-Anomaly-Detection

PyTorch Implementation of "Driver Anomaly Detection: A Dataset and Contrastive Learning Approach", codes and pretrained models.

SupContrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

ctc-segmentation

Segment an audio file and obtain utterance alignments. (Python package)

Driver-Intention-Prediction

A framework predicts driver's maneuver behaviors

blitz-bayesian-deep-learning

A simple and extensible library to create Bayesian Neural Network layers on PyTorch.

CVPR2020-HAttMatting

Attention-Guided Hierarchical Structure Aggregation for Image Matting(CVPR2020)

nevergrad

A Python toolbox for performing gradient-free optimization

FairMOT

[IJCV-2021] FairMOT: On the Fairness of Detection and Re-Identification in Multi-Object Tracking

YOWO

You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization

SiamMask

[CVPR2019] Fast Online Object Tracking and Segmentation: A Unifying Approach

PRML

PRML algorithms implemented in Python

pytorch-CAM

Class Activation Mapping written in PyTorch.

info8010-deep-learning

Lectures for INFO8010 Deep Learning, ULiège

tracking-with-Extended-Kalman-Filter

Object (e.g Pedestrian, vehicles) tracking by Extended Kalman Filter (EKF), with fused data from both lidar and radar sensors.

STAGE_action_detection

Code of the STAGE module for video action detection

mahalanobis_3d_multi_object_tracking

[NeurIPS Workshop 2019] Official code of the paper "Probabilistic 3D Multi-Object Tracking for Autonomous Driving." First Place of the First NuScenes Tracking Challenge in the AI Driving Olympics Workshop of NeurIPS.

AB3DMOT

(IROS 2020, ECCVW 2020) Official Python Implementation for "3D Multi-Object Tracking: A Baseline and New Evaluation Metrics"

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

CenterNet

Codes for our paper "CenterNet: Keypoint Triplets for Object Detection" .

oxford-poster

LaTeX beamer poster template themed for the University of Oxford

TKP

Pytorch implementation of Temporal Knowledge Propagation for Image-to-Video Person Re-identification

lemniscate.pytorch

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

siamese-triplet

Siamese and triplet networks with online pair/triplet mining in PyTorch

SSL-2D-Pose

Code for the paper "Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments"

ig65m-pytorch

PyTorch 3D video classification models pre-trained on 65 million Instagram videos

stmodeling

Code for the paper "Comparative Analysis of CNN-based Spatiotemporal Reasoning in Videos"

pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.